I am trying to implement leaky Relu, the problem is I have to do 4 for loops for a 4 dimensional array of input.
Is there a way that I can do leaky relu only using Numpy functions?
Here are two approaches to implement leaky_relu
:
import numpy as np
x = np.random.normal(size=[1, 5])
# first approach
leaky_way1 = np.where(x > 0, x, x * 0.01)
# second approach
y1 = ((x > 0) * x)
y2 = ((x <= 0) * x * 0.01)
leaky_way2 = y1 + y2